Statistical Learning -- Lasso

In the statistical learning course, the instructors introduced Lasso regression, which is a linear regression method which performs shrinkage on the parameters of the linear model. LASSO (Least Absolute Shrinkage and Selection Operator) can be used to combat collinearity issues, overfitting and variable selection (facilitates interpretability).